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NeuralEE: A GPU-Accelerated Elastic Embedding Dimensionality Reduction Method for Visualizing Large-Scale scRNA-Seq Data 期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 8
作者:  Xiong, Jiankang;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
收藏  |  浏览/下载：216/0  |  提交时间：2021/01/14
single-cell RNA sequencing  elastic embedding  neural networks  large-scale  stochastic optimization  parametric models  generalizable models  
Chromatin accessibility landscape and regulatory network of high-altitude hypoxia adaptation 期刊论文
NATURE COMMUNICATIONS, 2020, 卷号: 11, 期号: 1, 页码: 20
作者:  Xin, Jingxue;  Zhang, Hui;  He, Yaoxi;  Duren, Zhana;  Bai, Caijuan;  Chen, Lang;  Luo, Xin;  Yan, Dong-Sheng;  Zhang, Chaoyu;  Zhu, Xiang;  Yuan, Qiuyue;  Feng, Zhanying;  Cui, Chaoying;  Qi, Xuebin;  Ouzhuluobu;  Wong, Wing Hung;  Wang, Yong;  Su, Bing
收藏  |  浏览/下载：208/0  |  提交时间：2021/01/14
Unsupervised topological alignment for single-cell multi-omics integration 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 页码: 48-56
作者:  Cao, Kai;  Bai, Xiangqi;  Hong, Yiguang;  Wan, Lin
收藏  |  浏览/下载：143/0  |  提交时间：2021/01/14
RobustClone: a robust PCA method for tumor clone and evolution inference from single-cell sequencing data 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 11, 页码: 3299-3306
作者:  Chen, Ziwei;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
收藏  |  浏览/下载：194/0  |  提交时间：2020/09/23
A UNIFIED PROBABILISTIC DISCRETIZATION SCHEME FOR FBSDEs: STABILITY, CONSISTENCY, AND CONVERGENCE ANALYSIS 期刊论文
SIAM JOURNAL ON NUMERICAL ANALYSIS, 2020, 卷号: 58, 期号: 4, 页码: 2351-2375
作者:  Yang, Jie;  Zhao, Weidong;  Zhou, Tao
收藏  |  浏览/下载：165/0  |  提交时间：2021/01/14
forward backward stochastic differential equations  numerical schemes  stability  consistency  convergence analysis